Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 2113 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 444.2 KiB |
| Average record size in memory | 215.3 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 3 |
baseline value is highly overall correlated with histogram_mode and 2 other fields | High correlation |
light_decelerations is highly overall correlated with mean_value_of_short_term_variability and 3 other fields | High correlation |
abnormal_short_term_variability is highly overall correlated with mean_value_of_short_term_variability | High correlation |
mean_value_of_short_term_variability is highly overall correlated with light_decelerations and 6 other fields | High correlation |
percentage_of_time_with_abnormal_long_term_variability is highly overall correlated with mean_value_of_short_term_variability and 2 other fields | High correlation |
histogram_width is highly overall correlated with light_decelerations and 6 other fields | High correlation |
histogram_min is highly overall correlated with light_decelerations and 4 other fields | High correlation |
histogram_max is highly overall correlated with histogram_width and 2 other fields | High correlation |
histogram_number_of_peaks is highly overall correlated with mean_value_of_short_term_variability and 4 other fields | High correlation |
histogram_mode is highly overall correlated with baseline value and 3 other fields | High correlation |
histogram_mean is highly overall correlated with baseline value and 2 other fields | High correlation |
histogram_median is highly overall correlated with baseline value and 2 other fields | High correlation |
histogram_variance is highly overall correlated with light_decelerations and 6 other fields | High correlation |
severe_decelerations is highly overall correlated with histogram_mode | High correlation |
severe_decelerations is highly imbalanced (96.8%) | Imbalance |
accelerations has 886 (41.9%) zeros | Zeros |
fetal_movement has 1302 (61.6%) zeros | Zeros |
uterine_contractions has 323 (15.3%) zeros | Zeros |
light_decelerations has 1218 (57.6%) zeros | Zeros |
prolongued_decelerations has 1935 (91.6%) zeros | Zeros |
percentage_of_time_with_abnormal_long_term_variability has 1235 (58.4%) zeros | Zeros |
mean_value_of_long_term_variability has 137 (6.5%) zeros | Zeros |
histogram_number_of_peaks has 107 (5.1%) zeros | Zeros |
histogram_number_of_zeroes has 1611 (76.2%) zeros | Zeros |
histogram_variance has 186 (8.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-05 07:23:10.338547 |
|---|---|
| Analysis finished | 2023-05-05 07:24:49.846098 |
| Duration | 1 minute and 39.51 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
baseline value
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.30478 |
| Minimum | 106 |
|---|---|
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 106 |
|---|---|
| 5-th percentile | 119 |
| Q1 | 126 |
| median | 133 |
| Q3 | 140 |
| 95-th percentile | 149 |
| Maximum | 160 |
| Range | 54 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.8374507 |
|---|---|
| Coefficient of variation (CV) | 0.073796684 |
| Kurtosis | -0.28209358 |
| Mean | 133.30478 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.019759608 |
| Sum | 281673 |
| Variance | 96.775436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133 | 136 | 6.4% |
| 130 | 111 | 5.3% |
| 122 | 106 | 5.0% |
| 138 | 102 | 4.8% |
| 125 | 91 | 4.3% |
| 128 | 85 | 4.0% |
| 120 | 78 | 3.7% |
| 142 | 77 | 3.6% |
| 132 | 76 | 3.6% |
| 144 | 76 | 3.6% |
| Other values (38) | 1175 |
| Value | Count | Frequency (%) |
| 106 | 7 | 0.3% |
| 110 | 21 | 1.0% |
| 112 | 16 | 0.8% |
| 114 | 11 | 0.5% |
| 115 | 28 | 1.3% |
| 116 | 5 | 0.2% |
| 117 | 2 | 0.1% |
| 118 | 9 | 0.4% |
| 119 | 17 | 0.8% |
| 120 | 78 |
| Value | Count | Frequency (%) |
| 160 | 1 | < 0.1% |
| 159 | 12 | |
| 158 | 10 | 0.5% |
| 157 | 4 | 0.2% |
| 156 | 4 | 0.2% |
| 154 | 8 | 0.4% |
| 152 | 17 | |
| 151 | 14 | |
| 150 | 26 | |
| 149 | 18 |
accelerations
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0031883578 |
| Minimum | 0 |
|---|---|
| Maximum | 0.019 |
| Zeros | 886 |
| Zeros (%) | 41.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.002 |
| Q3 | 0.006 |
| 95-th percentile | 0.011 |
| Maximum | 0.019 |
| Range | 0.019 |
| Interquartile range (IQR) | 0.006 |
Descriptive statistics
| Standard deviation | 0.0038713346 |
|---|---|
| Coefficient of variation (CV) | 1.2142096 |
| Kurtosis | 0.75365303 |
| Mean | 0.0031883578 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 1.2002074 |
| Sum | 6.737 |
| Variance | 1.4987232 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 0.003 | 159 | 7.5% |
| 0.002 | 159 | 7.5% |
| 0.001 | 143 | 6.8% |
| 0.004 | 117 | 5.5% |
| 0.006 | 112 | 5.3% |
| 0.005 | 109 | 5.2% |
| 0.008 | 103 | 4.9% |
| 0.007 | 90 | 4.3% |
| 0.009 | 60 | 2.8% |
| Other values (10) | 175 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 0.001 | 143 | 6.8% |
| 0.002 | 159 | 7.5% |
| 0.003 | 159 | 7.5% |
| 0.004 | 117 | 5.5% |
| 0.005 | 109 | 5.2% |
| 0.006 | 112 | 5.3% |
| 0.007 | 90 | 4.3% |
| 0.008 | 103 | 4.9% |
| 0.009 | 60 | 2.8% |
| Value | Count | Frequency (%) |
| 0.019 | 1 | < 0.1% |
| 0.018 | 2 | 0.1% |
| 0.017 | 4 | 0.2% |
| 0.016 | 7 | 0.3% |
| 0.015 | 9 | 0.4% |
| 0.014 | 20 | 0.9% |
| 0.013 | 22 | |
| 0.012 | 24 | |
| 0.011 | 36 | |
| 0.01 | 50 |
fetal_movement
Real number (ℝ)
| Distinct | 102 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009517274 |
| Minimum | 0 |
|---|---|
| Maximum | 0.481 |
| Zeros | 1302 |
| Zeros (%) | 61.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.003 |
| 95-th percentile | 0.0284 |
| Maximum | 0.481 |
| Range | 0.481 |
| Interquartile range (IQR) | 0.003 |
Descriptive statistics
| Standard deviation | 0.046803757 |
|---|---|
| Coefficient of variation (CV) | 4.9177692 |
| Kurtosis | 63.857423 |
| Mean | 0.009517274 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.7880142 |
| Sum | 20.11 |
| Variance | 0.0021905917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 0.001 | 164 | 7.8% |
| 0.002 | 112 | 5.3% |
| 0.003 | 87 | 4.1% |
| 0.004 | 48 | 2.3% |
| 0.005 | 36 | 1.7% |
| 0.006 | 31 | 1.5% |
| 0.007 | 28 | 1.3% |
| 0.008 | 25 | 1.2% |
| 0.01 | 25 | 1.2% |
| Other values (92) | 255 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 0.001 | 164 | 7.8% |
| 0.002 | 112 | 5.3% |
| 0.003 | 87 | 4.1% |
| 0.004 | 48 | 2.3% |
| 0.005 | 36 | 1.7% |
| 0.006 | 31 | 1.5% |
| 0.007 | 28 | 1.3% |
| 0.008 | 25 | 1.2% |
| 0.009 | 25 | 1.2% |
| Value | Count | Frequency (%) |
| 0.481 | 1 | |
| 0.477 | 1 | |
| 0.47 | 1 | |
| 0.469 | 1 | |
| 0.455 | 1 | |
| 0.451 | 1 | |
| 0.446 | 1 | |
| 0.443 | 1 | |
| 0.441 | 1 | |
| 0.43 | 1 |
uterine_contractions
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0043871273 |
| Minimum | 0 |
|---|---|
| Maximum | 0.015 |
| Zeros | 323 |
| Zeros (%) | 15.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.002 |
| median | 0.005 |
| Q3 | 0.007 |
| 95-th percentile | 0.009 |
| Maximum | 0.015 |
| Range | 0.015 |
| Interquartile range (IQR) | 0.005 |
Descriptive statistics
| Standard deviation | 0.0029406479 |
|---|---|
| Coefficient of variation (CV) | 0.67029007 |
| Kurtosis | -0.62849434 |
| Mean | 0.0043871273 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 0.15429463 |
| Sum | 9.27 |
| Variance | 8.64741 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 323 | |
| 0.005 | 290 | |
| 0.004 | 242 | |
| 0.006 | 231 | |
| 0.007 | 216 | |
| 0.003 | 211 | |
| 0.008 | 160 | |
| 0.002 | 159 | |
| 0.001 | 118 | 5.6% |
| 0.009 | 82 | 3.9% |
| Other values (6) | 81 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 323 | |
| 0.001 | 118 | 5.6% |
| 0.002 | 159 | |
| 0.003 | 211 | |
| 0.004 | 242 | |
| 0.005 | 290 | |
| 0.006 | 231 | |
| 0.007 | 216 | |
| 0.008 | 160 | |
| 0.009 | 82 | 3.9% |
| Value | Count | Frequency (%) |
| 0.015 | 1 | < 0.1% |
| 0.014 | 2 | 0.1% |
| 0.013 | 2 | 0.1% |
| 0.012 | 11 | 0.5% |
| 0.011 | 16 | 0.8% |
| 0.01 | 49 | 2.3% |
| 0.009 | 82 | 3.9% |
| 0.008 | 160 | |
| 0.007 | 216 | |
| 0.006 | 231 |
light_decelerations
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0019010885 |
| Minimum | 0 |
|---|---|
| Maximum | 0.015 |
| Zeros | 1218 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.003 |
| 95-th percentile | 0.008 |
| Maximum | 0.015 |
| Range | 0.015 |
| Interquartile range (IQR) | 0.003 |
Descriptive statistics
| Standard deviation | 0.0029655796 |
|---|---|
| Coefficient of variation (CV) | 1.5599377 |
| Kurtosis | 2.483415 |
| Mean | 0.0019010885 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7094695 |
| Sum | 4.017 |
| Variance | 8.7946626 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1218 | |
| 0.001 | 163 | 7.7% |
| 0.003 | 118 | 5.6% |
| 0.002 | 115 | 5.4% |
| 0.004 | 114 | 5.4% |
| 0.005 | 107 | 5.1% |
| 0.006 | 74 | 3.5% |
| 0.008 | 55 | 2.6% |
| 0.007 | 54 | 2.6% |
| 0.009 | 37 | 1.8% |
| Other values (6) | 58 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 1218 | |
| 0.001 | 163 | 7.7% |
| 0.002 | 115 | 5.4% |
| 0.003 | 118 | 5.6% |
| 0.004 | 114 | 5.4% |
| 0.005 | 107 | 5.1% |
| 0.006 | 74 | 3.5% |
| 0.007 | 54 | 2.6% |
| 0.008 | 55 | 2.6% |
| 0.009 | 37 | 1.8% |
| Value | Count | Frequency (%) |
| 0.015 | 3 | 0.1% |
| 0.014 | 7 | 0.3% |
| 0.013 | 8 | 0.4% |
| 0.012 | 12 | 0.6% |
| 0.011 | 13 | 0.6% |
| 0.01 | 15 | 0.7% |
| 0.009 | 37 | |
| 0.008 | 55 | |
| 0.007 | 54 | |
| 0.006 | 74 |
severe_decelerations
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.3 KiB |
| 0.0 | |
|---|---|
| 0.001 | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0066257 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2106 | |
| 0.001 | 7 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2106 | |
| 0.001 | 7 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4240 | |
| Other Punctuation | 2113 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| 1 | 7 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
prolongued_decelerations
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00015948888 |
| Minimum | 0 |
|---|---|
| Maximum | 0.005 |
| Zeros | 1935 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.002 |
| Maximum | 0.005 |
| Range | 0.005 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.00059162889 |
|---|---|
| Coefficient of variation (CV) | 3.7095307 |
| Kurtosis | 20.364688 |
| Mean | 0.00015948888 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3087872 |
| Sum | 0.337 |
| Variance | 3.5002474 × 10-7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1935 | |
| 0.002 | 72 | 3.4% |
| 0.001 | 70 | 3.3% |
| 0.003 | 24 | 1.1% |
| 0.004 | 9 | 0.4% |
| 0.005 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1935 | |
| 0.001 | 70 | 3.3% |
| 0.002 | 72 | 3.4% |
| 0.003 | 24 | 1.1% |
| 0.004 | 9 | 0.4% |
| 0.005 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0.005 | 3 | 0.1% |
| 0.004 | 9 | 0.4% |
| 0.003 | 24 | 1.1% |
| 0.002 | 72 | 3.4% |
| 0.001 | 70 | 3.3% |
| 0 | 1935 |
abnormal_short_term_variability
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.993848 |
| Minimum | 12 |
|---|---|
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 49 |
| Q3 | 61 |
| 95-th percentile | 75 |
| Maximum | 87 |
| Range | 75 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 17.177782 |
|---|---|
| Coefficient of variation (CV) | 0.36553257 |
| Kurtosis | -1.0514581 |
| Mean | 46.993848 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.011863073 |
| Sum | 99298 |
| Variance | 295.07619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 62 | 2.9% |
| 58 | 61 | 2.9% |
| 65 | 59 | 2.8% |
| 63 | 58 | 2.7% |
| 64 | 58 | 2.7% |
| 61 | 57 | 2.7% |
| 51 | 54 | 2.6% |
| 62 | 50 | 2.4% |
| 22 | 48 | 2.3% |
| 25 | 46 | 2.2% |
| Other values (65) | 1560 |
| Value | Count | Frequency (%) |
| 12 | 2 | 0.1% |
| 13 | 7 | 0.3% |
| 14 | 4 | 0.2% |
| 15 | 4 | 0.2% |
| 16 | 12 | 0.6% |
| 17 | 13 | 0.6% |
| 18 | 10 | 0.5% |
| 19 | 16 | |
| 20 | 27 | |
| 21 | 33 |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 86 | 4 | 0.2% |
| 84 | 6 | 0.3% |
| 83 | 4 | 0.2% |
| 82 | 2 | 0.1% |
| 81 | 7 | 0.3% |
| 80 | 7 | 0.3% |
| 79 | 15 | |
| 78 | 19 | |
| 77 | 15 |
mean_value_of_short_term_variability
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3350213 |
| Minimum | 0.2 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 1.2 |
| Q3 | 1.7 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 6.8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.88436772 |
|---|---|
| Coefficient of variation (CV) | 0.66243716 |
| Kurtosis | 4.6887351 |
| Mean | 1.3350213 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.6561444 |
| Sum | 2820.9 |
| Variance | 0.78210626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 122 | 5.8% |
| 1.3 | 121 | 5.7% |
| 0.5 | 120 | 5.7% |
| 0.4 | 118 | 5.6% |
| 0.7 | 117 | 5.5% |
| 0.6 | 113 | 5.3% |
| 0.9 | 112 | 5.3% |
| 1.2 | 106 | 5.0% |
| 1.5 | 100 | 4.7% |
| 1 | 99 | 4.7% |
| Other values (47) | 985 |
| Value | Count | Frequency (%) |
| 0.2 | 46 | 2.2% |
| 0.3 | 84 | |
| 0.4 | 118 | |
| 0.5 | 120 | |
| 0.6 | 113 | |
| 0.7 | 117 | |
| 0.8 | 122 | |
| 0.9 | 112 | |
| 1 | 99 | |
| 1.1 | 97 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 6.9 | 1 | |
| 6.3 | 2 | |
| 6 | 1 | |
| 5.9 | 1 | |
| 5.7 | 1 | |
| 5.4 | 2 | |
| 5.3 | 1 | |
| 5.2 | 1 | |
| 5 | 2 |
percentage_of_time_with_abnormal_long_term_variability
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 87 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7950781 |
| Minimum | 0 |
|---|---|
| Maximum | 91 |
| Zeros | 1235 |
| Zeros (%) | 58.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 11 |
| 95-th percentile | 56 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 18.337073 |
|---|---|
| Coefficient of variation (CV) | 1.8720701 |
| Kurtosis | 4.3211652 |
| Mean | 9.7950781 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2060382 |
| Sum | 20697 |
| Variance | 336.24823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 52 | 2.5% |
| 2 | 44 | 2.1% |
| 5 | 43 | 2.0% |
| 4 | 39 | 1.8% |
| 3 | 36 | 1.7% |
| 8 | 33 | 1.6% |
| 6 | 31 | 1.5% |
| 12 | 29 | 1.4% |
| 10 | 23 | 1.1% |
| Other values (77) | 548 |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 52 | 2.5% |
| 2 | 44 | 2.1% |
| 3 | 36 | 1.7% |
| 4 | 39 | 1.8% |
| 5 | 43 | 2.0% |
| 6 | 31 | 1.5% |
| 7 | 22 | 1.0% |
| 8 | 33 | 1.6% |
| 9 | 22 | 1.0% |
| Value | Count | Frequency (%) |
| 91 | 4 | |
| 90 | 2 | 0.1% |
| 88 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 6 | |
| 82 | 1 | < 0.1% |
| 81 | 2 | 0.1% |
| 79 | 1 | < 0.1% |
| 78 | 3 |
mean_value_of_long_term_variability
Real number (ℝ)
| Distinct | 249 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1666351 |
| Minimum | 0 |
|---|---|
| Maximum | 50.7 |
| Zeros | 137 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6 |
| median | 7.4 |
| Q3 | 10.8 |
| 95-th percentile | 18.5 |
| Maximum | 50.7 |
| Range | 50.7 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 5.6329119 |
|---|---|
| Coefficient of variation (CV) | 0.68974697 |
| Kurtosis | 4.1655522 |
| Mean | 8.1666351 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 1.3431333 |
| Sum | 17256.1 |
| Variance | 31.729696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137 | 6.5% |
| 7.1 | 29 | 1.4% |
| 6.7 | 29 | 1.4% |
| 6.5 | 25 | 1.2% |
| 5.2 | 25 | 1.2% |
| 9.5 | 24 | 1.1% |
| 6.8 | 23 | 1.1% |
| 5.6 | 23 | 1.1% |
| 8.5 | 23 | 1.1% |
| 7.2 | 23 | 1.1% |
| Other values (239) | 1752 |
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 0.1 | 4 | 0.2% |
| 0.2 | 4 | 0.2% |
| 0.3 | 9 | 0.4% |
| 0.4 | 6 | 0.3% |
| 0.5 | 11 | 0.5% |
| 0.6 | 3 | 0.1% |
| 0.7 | 4 | 0.2% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 50.7 | 1 | |
| 41.8 | 1 | |
| 40.8 | 1 | |
| 36.9 | 1 | |
| 35.7 | 1 | |
| 34.7 | 1 | |
| 33.5 | 1 | |
| 29.6 | 1 | |
| 29.5 | 1 | |
| 29.3 | 1 |
histogram_width
Real number (ℝ)
| Distinct | 154 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.535258 |
| Minimum | 3 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 37 |
| median | 68 |
| Q3 | 100 |
| 95-th percentile | 138 |
| Maximum | 180 |
| Range | 177 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 39.007706 |
|---|---|
| Coefficient of variation (CV) | 0.55302422 |
| Kurtosis | -0.90724018 |
| Mean | 70.535258 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.311019 |
| Sum | 149041 |
| Variance | 1521.6011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 39 | 1.8% |
| 102 | 35 | 1.7% |
| 27 | 30 | 1.4% |
| 31 | 29 | 1.4% |
| 98 | 28 | 1.3% |
| 22 | 27 | 1.3% |
| 90 | 27 | 1.3% |
| 83 | 27 | 1.3% |
| 96 | 27 | 1.3% |
| 42 | 26 | 1.2% |
| Other values (144) | 1818 |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 10 | |
| 9 | 6 | 0.3% |
| 10 | 9 | |
| 11 | 10 | |
| 12 | 20 | |
| 13 | 13 |
| Value | Count | Frequency (%) |
| 180 | 1 | < 0.1% |
| 176 | 6 | |
| 163 | 2 | 0.1% |
| 162 | 1 | < 0.1% |
| 161 | 5 | |
| 158 | 2 | 0.1% |
| 153 | 3 | 0.1% |
| 150 | 10 | |
| 149 | 11 | |
| 148 | 8 |
histogram_min
Real number (ℝ)
| Distinct | 109 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.5646 |
| Minimum | 50 |
|---|---|
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 67 |
| median | 93 |
| Q3 | 120 |
| 95-th percentile | 139 |
| Maximum | 159 |
| Range | 109 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 29.562269 |
|---|---|
| Coefficient of variation (CV) | 0.31595571 |
| Kurtosis | -1.2897063 |
| Mean | 93.5646 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.11718523 |
| Sum | 197702 |
| Variance | 873.92776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 76 | 3.6% |
| 52 | 50 | 2.4% |
| 120 | 48 | 2.3% |
| 71 | 47 | 2.2% |
| 60 | 45 | 2.1% |
| 68 | 43 | 2.0% |
| 67 | 41 | 1.9% |
| 103 | 37 | 1.8% |
| 51 | 36 | 1.7% |
| 62 | 35 | 1.7% |
| Other values (99) | 1655 |
| Value | Count | Frequency (%) |
| 50 | 76 | |
| 51 | 36 | |
| 52 | 50 | |
| 53 | 32 | |
| 54 | 27 | 1.3% |
| 55 | 20 | 0.9% |
| 56 | 19 | 0.9% |
| 57 | 22 | 1.0% |
| 58 | 21 | 1.0% |
| 59 | 17 | 0.8% |
| Value | Count | Frequency (%) |
| 159 | 1 | < 0.1% |
| 158 | 1 | < 0.1% |
| 156 | 1 | < 0.1% |
| 155 | 2 | 0.1% |
| 154 | 3 | 0.1% |
| 153 | 8 | |
| 152 | 4 | |
| 151 | 4 | |
| 150 | 3 | 0.1% |
| 149 | 2 | 0.1% |
histogram_max
Real number (ℝ)
| Distinct | 86 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.09986 |
| Minimum | 122 |
|---|---|
| Maximum | 238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 122 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 152 |
| median | 162 |
| Q3 | 174 |
| 95-th percentile | 198 |
| Maximum | 238 |
| Range | 116 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 17.945175 |
|---|---|
| Coefficient of variation (CV) | 0.10935522 |
| Kurtosis | 0.63543122 |
| Mean | 164.09986 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.57553441 |
| Sum | 346743 |
| Variance | 322.02932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 157 | 71 | 3.4% |
| 171 | 65 | 3.1% |
| 158 | 62 | 2.9% |
| 156 | 58 | 2.7% |
| 159 | 58 | 2.7% |
| 152 | 53 | 2.5% |
| 154 | 52 | 2.5% |
| 178 | 52 | 2.5% |
| 172 | 48 | 2.3% |
| 153 | 48 | 2.3% |
| Other values (76) | 1546 |
| Value | Count | Frequency (%) |
| 122 | 2 | 0.1% |
| 123 | 2 | 0.1% |
| 125 | 3 | 0.1% |
| 126 | 5 | |
| 127 | 2 | 0.1% |
| 128 | 4 | 0.2% |
| 129 | 10 | |
| 130 | 8 | |
| 131 | 7 | |
| 132 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 238 | 6 | 0.3% |
| 230 | 3 | 0.1% |
| 228 | 5 | 0.2% |
| 213 | 1 | < 0.1% |
| 211 | 5 | 0.2% |
| 210 | 4 | 0.2% |
| 205 | 1 | < 0.1% |
| 204 | 3 | 0.1% |
| 200 | 31 | |
| 199 | 20 |
histogram_number_of_peaks
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0771415 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 107 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9516644 |
|---|---|
| Coefficient of variation (CV) | 0.72395437 |
| Kurtosis | 0.49960227 |
| Mean | 4.0771415 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.88985067 |
| Sum | 8615 |
| Variance | 8.7123229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 2 | 329 | |
| 3 | 267 | |
| 4 | 257 | |
| 5 | 210 | |
| 6 | 158 | |
| 7 | 143 | |
| 0 | 107 | 5.1% |
| 8 | 106 | 5.0% |
| 9 | 67 | 3.2% |
| Other values (8) | 118 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 107 | 5.1% |
| 1 | 351 | |
| 2 | 329 | |
| 3 | 267 | |
| 4 | 257 | |
| 5 | 210 | |
| 6 | 158 | |
| 7 | 143 | |
| 8 | 106 | 5.0% |
| 9 | 67 | 3.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 2 | 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 5 | 0.2% |
| 13 | 10 | 0.5% |
| 12 | 22 | 1.0% |
| 11 | 28 | 1.3% |
| 10 | 49 | |
| 9 | 67 | |
| 8 | 106 |
histogram_number_of_zeroes
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32560341 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1611 |
| Zeros (%) | 76.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.70777101 |
|---|---|
| Coefficient of variation (CV) | 2.1737211 |
| Kurtosis | 30.203055 |
| Mean | 0.32560341 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9080347 |
| Sum | 688 |
| Variance | 0.5009398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1611 | |
| 1 | 366 | 17.3% |
| 2 | 108 | 5.1% |
| 3 | 21 | 1.0% |
| 4 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1611 | |
| 1 | 366 | 17.3% |
| 2 | 108 | 5.1% |
| 3 | 21 | 1.0% |
| 4 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 2 | 0.1% |
| 4 | 2 | 0.1% |
| 3 | 21 | 1.0% |
| 2 | 108 | 5.1% |
| 1 | 366 | 17.3% |
| 0 | 1611 |
histogram_mode
Real number (ℝ)
| Distinct | 88 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.45433 |
| Minimum | 60 |
|---|---|
| Maximum | 187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 111 |
| Q1 | 129 |
| median | 139 |
| Q3 | 148 |
| 95-th percentile | 160 |
| Maximum | 187 |
| Range | 127 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 16.402026 |
|---|---|
| Coefficient of variation (CV) | 0.11932709 |
| Kurtosis | 3.013333 |
| Mean | 137.45433 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.99747455 |
| Sum | 290441 |
| Variance | 269.02644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133 | 140 | 6.6% |
| 136 | 89 | 4.2% |
| 150 | 88 | 4.2% |
| 142 | 86 | 4.1% |
| 148 | 79 | 3.7% |
| 144 | 78 | 3.7% |
| 129 | 73 | 3.5% |
| 143 | 70 | 3.3% |
| 125 | 67 | 3.2% |
| 126 | 66 | 3.1% |
| Other values (78) | 1277 |
| Value | Count | Frequency (%) |
| 60 | 6 | |
| 67 | 5 | |
| 69 | 1 | < 0.1% |
| 71 | 1 | < 0.1% |
| 75 | 6 | |
| 76 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 86 | 11 | |
| 88 | 6 | |
| 89 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 187 | 1 | < 0.1% |
| 186 | 6 | |
| 180 | 4 | 0.2% |
| 179 | 1 | < 0.1% |
| 176 | 6 | |
| 170 | 4 | 0.2% |
| 169 | 3 | 0.1% |
| 167 | 8 | |
| 165 | 10 | |
| 164 | 1 | < 0.1% |
histogram_mean
Real number (ℝ)
| Distinct | 103 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.59962 |
| Minimum | 73 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 108 |
| Q1 | 125 |
| median | 136 |
| Q3 | 145 |
| 95-th percentile | 157 |
| Maximum | 182 |
| Range | 109 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.610422 |
|---|---|
| Coefficient of variation (CV) | 0.11597671 |
| Kurtosis | 0.93483121 |
| Mean | 134.59962 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.65206774 |
| Sum | 284409 |
| Variance | 243.68527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 143 | 65 | 3.1% |
| 144 | 63 | 3.0% |
| 135 | 63 | 3.0% |
| 141 | 61 | 2.9% |
| 140 | 60 | 2.8% |
| 132 | 59 | 2.8% |
| 133 | 58 | 2.7% |
| 136 | 57 | 2.7% |
| 147 | 57 | 2.7% |
| 145 | 57 | 2.7% |
| Other values (93) | 1513 |
| Value | Count | Frequency (%) |
| 73 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 2 | |
| 81 | 1 | < 0.1% |
| 82 | 2 | |
| 83 | 4 | |
| 84 | 3 |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 180 | 1 | |
| 178 | 1 | |
| 175 | 1 | |
| 173 | 2 | |
| 172 | 1 | |
| 171 | 2 | |
| 170 | 1 | |
| 169 | 1 | |
| 168 | 1 |
histogram_median
Real number (ℝ)
| Distinct | 95 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.08945 |
| Minimum | 77 |
|---|---|
| Maximum | 186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 77 |
|---|---|
| 5-th percentile | 113 |
| Q1 | 129 |
| median | 139 |
| Q3 | 148 |
| 95-th percentile | 159 |
| Maximum | 186 |
| Range | 109 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.478957 |
|---|---|
| Coefficient of variation (CV) | 0.10485202 |
| Kurtosis | 0.67241173 |
| Mean | 138.08945 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.47994234 |
| Sum | 291783 |
| Variance | 209.6402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 137 | 68 | 3.2% |
| 146 | 68 | 3.2% |
| 142 | 68 | 3.2% |
| 145 | 67 | 3.2% |
| 147 | 64 | 3.0% |
| 141 | 63 | 3.0% |
| 134 | 62 | 2.9% |
| 151 | 62 | 2.9% |
| 149 | 60 | 2.8% |
| 140 | 56 | 2.7% |
| Other values (85) | 1475 |
| Value | Count | Frequency (%) |
| 77 | 1 | |
| 78 | 1 | |
| 79 | 2 | |
| 82 | 1 | |
| 86 | 1 | |
| 87 | 1 | |
| 90 | 1 | |
| 91 | 1 | |
| 92 | 2 | |
| 93 | 1 |
| Value | Count | Frequency (%) |
| 186 | 1 | |
| 183 | 1 | |
| 180 | 1 | |
| 178 | 1 | |
| 177 | 1 | |
| 176 | 2 | |
| 174 | 2 | |
| 172 | 1 | |
| 171 | 1 | |
| 170 | 2 |
histogram_variance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 133 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.907241 |
| Minimum | 0 |
|---|---|
| Maximum | 269 |
| Zeros | 186 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 7 |
| Q3 | 24 |
| 95-th percentile | 76 |
| Maximum | 269 |
| Range | 269 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 29.038766 |
|---|---|
| Coefficient of variation (CV) | 1.5358542 |
| Kurtosis | 15.045729 |
| Mean | 18.907241 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 3.2102222 |
| Sum | 39951 |
| Variance | 843.24991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 246 | 11.6% |
| 0 | 186 | 8.8% |
| 2 | 163 | 7.7% |
| 3 | 158 | 7.5% |
| 4 | 106 | 5.0% |
| 5 | 83 | 3.9% |
| 8 | 74 | 3.5% |
| 6 | 65 | 3.1% |
| 7 | 53 | 2.5% |
| 9 | 49 | 2.3% |
| Other values (123) | 930 |
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 246 | |
| 2 | 163 | |
| 3 | 158 | |
| 4 | 106 | |
| 5 | 83 | 3.9% |
| 6 | 65 | 3.1% |
| 7 | 53 | 2.5% |
| 8 | 74 | 3.5% |
| 9 | 49 | 2.3% |
| Value | Count | Frequency (%) |
| 269 | 1 | |
| 254 | 1 | |
| 250 | 1 | |
| 243 | 1 | |
| 241 | 1 | |
| 215 | 1 | |
| 195 | 1 | |
| 190 | 1 | |
| 182 | 1 | |
| 177 | 1 |
histogram_tendency
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| -1.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.078088 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6504 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1110 | |
| 1.0 | 838 | |
| -1.0 | 165 | 7.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1110 | |
| 1.0 | 1003 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4226 | |
| Other Punctuation | 2113 | |
| Dash Punctuation | 165 | 2.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| 1 | 1003 | 23.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6504 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6504 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
fetal_health
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.3 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6339 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1646 | |
| 2.0 | 292 | 13.8% |
| 3.0 | 175 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1646 | |
| 2.0 | 292 | 13.8% |
| 3.0 | 175 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4226 | |
| Other Punctuation | 2113 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 6.9% |
| 3 | 175 | 4.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6339 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6339 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
| baseline value | accelerations | fetal_movement | uterine_contractions | light_decelerations | prolongued_decelerations | abnormal_short_term_variability | mean_value_of_short_term_variability | percentage_of_time_with_abnormal_long_term_variability | mean_value_of_long_term_variability | histogram_width | histogram_min | histogram_max | histogram_number_of_peaks | histogram_number_of_zeroes | histogram_mode | histogram_mean | histogram_median | histogram_variance | severe_decelerations | histogram_tendency | fetal_health | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| baseline value | 1.000 | -0.115 | -0.024 | -0.137 | -0.175 | -0.142 | 0.315 | -0.365 | 0.340 | -0.052 | -0.154 | 0.356 | 0.324 | -0.120 | -0.066 | 0.817 | 0.787 | 0.840 | -0.239 | 0.087 | 0.275 | 0.292 |
| accelerations | -0.115 | 1.000 | 0.052 | 0.116 | -0.014 | -0.118 | -0.346 | 0.327 | -0.491 | -0.102 | 0.352 | -0.168 | 0.469 | 0.236 | -0.000 | 0.186 | 0.210 | 0.209 | 0.389 | 0.000 | 0.099 | 0.313 |
| fetal_movement | -0.024 | 0.052 | 1.000 | -0.312 | 0.035 | 0.124 | 0.258 | 0.074 | -0.078 | -0.114 | 0.188 | -0.179 | 0.119 | 0.191 | -0.094 | -0.036 | -0.081 | -0.042 | 0.115 | 0.000 | 0.098 | 0.166 |
| uterine_contractions | -0.137 | 0.116 | -0.312 | 1.000 | 0.300 | 0.124 | -0.219 | 0.327 | -0.281 | -0.062 | 0.138 | -0.106 | 0.106 | 0.115 | 0.057 | -0.092 | -0.174 | -0.138 | 0.274 | 0.000 | 0.085 | 0.239 |
| light_decelerations | -0.175 | -0.014 | 0.035 | 0.300 | 1.000 | 0.326 | -0.154 | 0.618 | -0.386 | -0.249 | 0.584 | -0.605 | 0.231 | 0.482 | 0.275 | -0.254 | -0.472 | -0.331 | 0.713 | 0.236 | 0.101 | 0.195 |
| prolongued_decelerations | -0.142 | -0.118 | 0.124 | 0.124 | 0.326 | 1.000 | 0.030 | 0.301 | -0.219 | -0.237 | 0.287 | -0.311 | 0.105 | 0.241 | 0.080 | -0.313 | -0.406 | -0.360 | 0.380 | 0.066 | 0.204 | 0.414 |
| abnormal_short_term_variability | 0.315 | -0.346 | 0.258 | -0.219 | -0.154 | 0.030 | 1.000 | -0.518 | 0.422 | -0.336 | -0.281 | 0.272 | -0.128 | -0.168 | -0.175 | 0.123 | 0.134 | 0.161 | -0.344 | 0.114 | 0.155 | 0.451 |
| mean_value_of_short_term_variability | -0.365 | 0.327 | 0.074 | 0.327 | 0.618 | 0.301 | -0.518 | 1.000 | -0.683 | -0.022 | 0.717 | -0.699 | 0.374 | 0.555 | 0.296 | -0.312 | -0.459 | -0.357 | 0.779 | 0.048 | 0.056 | 0.332 |
| percentage_of_time_with_abnormal_long_term_variability | 0.340 | -0.491 | -0.078 | -0.281 | -0.386 | -0.219 | 0.422 | -0.683 | 1.000 | -0.042 | -0.529 | 0.470 | -0.321 | -0.361 | -0.165 | 0.222 | 0.291 | 0.245 | -0.649 | 0.000 | 0.023 | 0.476 |
| mean_value_of_long_term_variability | -0.052 | -0.102 | -0.114 | -0.062 | -0.249 | -0.237 | -0.336 | -0.022 | -0.042 | 1.000 | 0.048 | -0.078 | -0.042 | -0.001 | 0.075 | 0.006 | 0.080 | 0.014 | -0.093 | 0.000 | 0.100 | 0.220 |
| histogram_width | -0.154 | 0.352 | 0.188 | 0.138 | 0.584 | 0.287 | -0.281 | 0.717 | -0.529 | 0.048 | 1.000 | -0.905 | 0.652 | 0.775 | 0.331 | -0.103 | -0.234 | -0.135 | 0.831 | 0.097 | 0.245 | 0.291 |
| histogram_min | 0.356 | -0.168 | -0.179 | -0.106 | -0.605 | -0.311 | 0.272 | -0.699 | 0.470 | -0.078 | -0.905 | 1.000 | -0.297 | -0.700 | -0.328 | 0.345 | 0.471 | 0.386 | -0.754 | 0.083 | 0.214 | 0.313 |
| histogram_max | 0.324 | 0.469 | 0.119 | 0.106 | 0.231 | 0.105 | -0.128 | 0.374 | -0.321 | -0.042 | 0.652 | -0.297 | 1.000 | 0.504 | 0.167 | 0.410 | 0.340 | 0.411 | 0.527 | 0.049 | 0.170 | 0.142 |
| histogram_number_of_peaks | -0.120 | 0.236 | 0.191 | 0.115 | 0.482 | 0.241 | -0.168 | 0.555 | -0.361 | -0.001 | 0.775 | -0.700 | 0.504 | 1.000 | 0.292 | -0.072 | -0.192 | -0.106 | 0.647 | 0.000 | 0.141 | 0.124 |
| histogram_number_of_zeroes | -0.066 | -0.000 | -0.094 | 0.057 | 0.275 | 0.080 | -0.175 | 0.296 | -0.165 | 0.075 | 0.331 | -0.328 | 0.167 | 0.292 | 1.000 | -0.073 | -0.117 | -0.075 | 0.301 | 0.000 | 0.041 | 0.047 |
| histogram_mode | 0.817 | 0.186 | -0.036 | -0.092 | -0.254 | -0.313 | 0.123 | -0.312 | 0.222 | 0.006 | -0.103 | 0.345 | 0.410 | -0.072 | -0.073 | 1.000 | 0.908 | 0.961 | -0.153 | 0.529 | 0.371 | 0.434 |
| histogram_mean | 0.787 | 0.210 | -0.081 | -0.174 | -0.472 | -0.406 | 0.134 | -0.459 | 0.291 | 0.080 | -0.234 | 0.471 | 0.340 | -0.192 | -0.117 | 0.908 | 1.000 | 0.957 | -0.326 | 0.404 | 0.305 | 0.497 |
| histogram_median | 0.840 | 0.209 | -0.042 | -0.138 | -0.331 | -0.360 | 0.161 | -0.357 | 0.245 | 0.014 | -0.135 | 0.386 | 0.411 | -0.106 | -0.075 | 0.961 | 0.957 | 1.000 | -0.217 | 0.468 | 0.355 | 0.435 |
| histogram_variance | -0.239 | 0.389 | 0.115 | 0.274 | 0.713 | 0.380 | -0.344 | 0.779 | -0.649 | -0.093 | 0.831 | -0.754 | 0.527 | 0.647 | 0.301 | -0.153 | -0.326 | -0.217 | 1.000 | 0.230 | 0.145 | 0.267 |
| severe_decelerations | 0.087 | 0.000 | 0.000 | 0.000 | 0.236 | 0.066 | 0.114 | 0.048 | 0.000 | 0.000 | 0.097 | 0.083 | 0.049 | 0.000 | 0.000 | 0.529 | 0.404 | 0.468 | 0.230 | 1.000 | 0.135 | 0.159 |
| histogram_tendency | 0.275 | 0.099 | 0.098 | 0.085 | 0.101 | 0.204 | 0.155 | 0.056 | 0.023 | 0.100 | 0.245 | 0.214 | 0.170 | 0.141 | 0.041 | 0.371 | 0.305 | 0.355 | 0.145 | 0.135 | 1.000 | 0.169 |
| fetal_health | 0.292 | 0.313 | 0.166 | 0.239 | 0.195 | 0.414 | 0.451 | 0.332 | 0.476 | 0.220 | 0.291 | 0.313 | 0.142 | 0.124 | 0.047 | 0.434 | 0.497 | 0.435 | 0.267 | 0.159 | 0.169 | 1.000 |
| baseline value | accelerations | fetal_movement | uterine_contractions | light_decelerations | severe_decelerations | prolongued_decelerations | abnormal_short_term_variability | mean_value_of_short_term_variability | percentage_of_time_with_abnormal_long_term_variability | mean_value_of_long_term_variability | histogram_width | histogram_min | histogram_max | histogram_number_of_peaks | histogram_number_of_zeroes | histogram_mode | histogram_mean | histogram_median | histogram_variance | histogram_tendency | fetal_health | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 120.0 | 0.000 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000 | 73.0 | 0.5 | 43.0 | 2.4 | 64.0 | 62.0 | 126.0 | 2.0 | 0.0 | 120.0 | 137.0 | 121.0 | 73.0 | 1.0 | 2.0 |
| 1 | 132.0 | 0.006 | 0.0 | 0.006 | 0.003 | 0.0 | 0.000 | 17.0 | 2.1 | 0.0 | 10.4 | 130.0 | 68.0 | 198.0 | 6.0 | 1.0 | 141.0 | 136.0 | 140.0 | 12.0 | 0.0 | 1.0 |
| 2 | 133.0 | 0.003 | 0.0 | 0.008 | 0.003 | 0.0 | 0.000 | 16.0 | 2.1 | 0.0 | 13.4 | 130.0 | 68.0 | 198.0 | 5.0 | 1.0 | 141.0 | 135.0 | 138.0 | 13.0 | 0.0 | 1.0 |
| 3 | 134.0 | 0.003 | 0.0 | 0.008 | 0.003 | 0.0 | 0.000 | 16.0 | 2.4 | 0.0 | 23.0 | 117.0 | 53.0 | 170.0 | 11.0 | 0.0 | 137.0 | 134.0 | 137.0 | 13.0 | 1.0 | 1.0 |
| 4 | 132.0 | 0.007 | 0.0 | 0.008 | 0.000 | 0.0 | 0.000 | 16.0 | 2.4 | 0.0 | 19.9 | 117.0 | 53.0 | 170.0 | 9.0 | 0.0 | 137.0 | 136.0 | 138.0 | 11.0 | 1.0 | 1.0 |
| 5 | 134.0 | 0.001 | 0.0 | 0.010 | 0.009 | 0.0 | 0.002 | 26.0 | 5.9 | 0.0 | 0.0 | 150.0 | 50.0 | 200.0 | 5.0 | 3.0 | 76.0 | 107.0 | 107.0 | 170.0 | 0.0 | 3.0 |
| 6 | 134.0 | 0.001 | 0.0 | 0.013 | 0.008 | 0.0 | 0.003 | 29.0 | 6.3 | 0.0 | 0.0 | 150.0 | 50.0 | 200.0 | 6.0 | 3.0 | 71.0 | 107.0 | 106.0 | 215.0 | 0.0 | 3.0 |
| 7 | 122.0 | 0.000 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000 | 83.0 | 0.5 | 6.0 | 15.6 | 68.0 | 62.0 | 130.0 | 0.0 | 0.0 | 122.0 | 122.0 | 123.0 | 3.0 | 1.0 | 3.0 |
| 8 | 122.0 | 0.000 | 0.0 | 0.002 | 0.000 | 0.0 | 0.000 | 84.0 | 0.5 | 5.0 | 13.6 | 68.0 | 62.0 | 130.0 | 0.0 | 0.0 | 122.0 | 122.0 | 123.0 | 3.0 | 1.0 | 3.0 |
| 9 | 122.0 | 0.000 | 0.0 | 0.003 | 0.000 | 0.0 | 0.000 | 86.0 | 0.3 | 6.0 | 10.6 | 68.0 | 62.0 | 130.0 | 1.0 | 0.0 | 122.0 | 122.0 | 123.0 | 1.0 | 1.0 | 3.0 |
| baseline value | accelerations | fetal_movement | uterine_contractions | light_decelerations | severe_decelerations | prolongued_decelerations | abnormal_short_term_variability | mean_value_of_short_term_variability | percentage_of_time_with_abnormal_long_term_variability | mean_value_of_long_term_variability | histogram_width | histogram_min | histogram_max | histogram_number_of_peaks | histogram_number_of_zeroes | histogram_mode | histogram_mean | histogram_median | histogram_variance | histogram_tendency | fetal_health | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2116 | 140.0 | 0.004 | 0.000 | 0.004 | 0.000 | 0.0 | 0.0 | 80.0 | 0.2 | 36.0 | 2.2 | 18.0 | 140.0 | 158.0 | 1.0 | 0.0 | 147.0 | 148.0 | 149.0 | 1.0 | 0.0 | 1.0 |
| 2117 | 140.0 | 0.000 | 0.000 | 0.008 | 0.000 | 0.0 | 0.0 | 79.0 | 0.3 | 20.0 | 8.5 | 26.0 | 124.0 | 150.0 | 1.0 | 0.0 | 144.0 | 143.0 | 145.0 | 1.0 | 1.0 | 1.0 |
| 2118 | 140.0 | 0.000 | 0.000 | 0.006 | 0.001 | 0.0 | 0.0 | 79.0 | 0.5 | 26.0 | 7.0 | 21.0 | 129.0 | 150.0 | 1.0 | 0.0 | 145.0 | 142.0 | 145.0 | 2.0 | 1.0 | 1.0 |
| 2119 | 140.0 | 0.000 | 0.000 | 0.007 | 0.001 | 0.0 | 0.0 | 79.0 | 0.6 | 27.0 | 6.4 | 26.0 | 124.0 | 150.0 | 1.0 | 0.0 | 144.0 | 141.0 | 145.0 | 1.0 | 1.0 | 1.0 |
| 2120 | 140.0 | 0.000 | 0.000 | 0.005 | 0.001 | 0.0 | 0.0 | 77.0 | 0.7 | 17.0 | 6.0 | 31.0 | 124.0 | 155.0 | 2.0 | 0.0 | 145.0 | 143.0 | 145.0 | 2.0 | 0.0 | 1.0 |
| 2121 | 140.0 | 0.000 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 79.0 | 0.2 | 25.0 | 7.2 | 40.0 | 137.0 | 177.0 | 4.0 | 0.0 | 153.0 | 150.0 | 152.0 | 2.0 | 0.0 | 2.0 |
| 2122 | 140.0 | 0.001 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 78.0 | 0.4 | 22.0 | 7.1 | 66.0 | 103.0 | 169.0 | 6.0 | 0.0 | 152.0 | 148.0 | 151.0 | 3.0 | 1.0 | 2.0 |
| 2123 | 140.0 | 0.001 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 79.0 | 0.4 | 20.0 | 6.1 | 67.0 | 103.0 | 170.0 | 5.0 | 0.0 | 153.0 | 148.0 | 152.0 | 4.0 | 1.0 | 2.0 |
| 2124 | 140.0 | 0.001 | 0.000 | 0.006 | 0.000 | 0.0 | 0.0 | 78.0 | 0.4 | 27.0 | 7.0 | 66.0 | 103.0 | 169.0 | 6.0 | 0.0 | 152.0 | 147.0 | 151.0 | 4.0 | 1.0 | 2.0 |
| 2125 | 142.0 | 0.002 | 0.002 | 0.008 | 0.000 | 0.0 | 0.0 | 74.0 | 0.4 | 36.0 | 5.0 | 42.0 | 117.0 | 159.0 | 2.0 | 1.0 | 145.0 | 143.0 | 145.0 | 1.0 | 0.0 | 1.0 |